{
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            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m44.4/44.4 kB\u001b[0m \u001b[31m1.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m578.3/578.3 kB\u001b[0m \u001b[31m30.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.2/7.2 MB\u001b[0m \u001b[31m110.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m82.2/82.2 kB\u001b[0m \u001b[31m5.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m120.0/120.0 kB\u001b[0m \u001b[31m8.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m4.9/4.9 MB\u001b[0m \u001b[31m98.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m150.3/150.3 kB\u001b[0m \u001b[31m9.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m56.8/56.8 kB\u001b[0m \u001b[31m4.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "datasets 4.0.0 requires dill<0.3.9,>=0.3.0, but you have dill 0.4.1 which is incompatible.\n",
            "datasets 4.0.0 requires multiprocess<0.70.17, but you have multiprocess 0.70.19 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0m"
          ]
        }
      ],
      "source": [
        "!pip install -q finesse numpy scipy matplotlib pandas ipywidgets"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "8faed703",
      "metadata": {
        "id": "8faed703"
      },
      "source": [
        "\n",
        "# Finesse3 tutorial notebook: field models, cavities, and simple interferometers\n",
        "\n",
        "Documentation: https://finesse.ifosim.org\n",
        "\n",
        "Examples: https://finesse.ifosim.org/docs/latest/examples/index.html\n",
        "\n",
        "\n",
        "Current tutorial order is:\n",
        "\n",
        "1. a short Finesse3 workflow overview,\n",
        "2. the meaning of mirror `phi` tuning,\n",
        "3. Gaussian beams, Rayleigh range, and the complex beam parameter,\n",
        "4. a two-lens collimator / beam-expander widget,\n",
        "5. Michelson interference and misalignment fringes,\n",
        "6. Fabry--Perot cavity scan and low-pass response,\n",
        "7. the matrix/nodal method behind Finesse-style simulations.\n",
        "8. Advanced Finesse Examples\n",
        "\n"
      ]
    },
    {
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      "execution_count": null,
      "id": "a110d663",
      "metadata": {
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          "base_uri": "https://localhost:8080/"
        },
        "id": "a110d663",
        "outputId": "d55e69e7-6824-4328-f6af-f6671bc8181a"
      },
      "outputs": [
        {
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          "name": "stdout",
          "text": [
            "Finesse version: 3.0b3\n"
          ]
        }
      ],
      "source": [
        "\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "try:\n",
        "    from google.colab import output\n",
        "    output.enable_custom_widget_manager()\n",
        "except Exception:\n",
        "    pass\n",
        "\n",
        "try:\n",
        "    import ipywidgets as widgets\n",
        "    from IPython.display import display, Markdown\n",
        "    WIDGETS_AVAILABLE = True\n",
        "except Exception:\n",
        "    WIDGETS_AVAILABLE = False\n",
        "\n",
        "try:\n",
        "    import finesse\n",
        "    finesse.configure(plotting=True)\n",
        "    from finesse import Model\n",
        "    import finesse.components as fc\n",
        "    import finesse.detectors as fd\n",
        "    import finesse.analysis.actions as fa\n",
        "    FINESSE_AVAILABLE = True\n",
        "    print(\"Finesse version:\", finesse.__version__)\n",
        "except Exception as exc:\n",
        "    FINESSE_AVAILABLE = False\n",
        "    print(\"Finesse is not available in this Python environment.\")\n",
        "    print(\"Analytic cells will still run. Finesse cells will be skipped.\")\n",
        "    print(\"Import error:\", repr(exc))\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9c58f2fa",
      "metadata": {
        "id": "9c58f2fa"
      },
      "source": [
        "\n",
        "## 1. How Finesse thinks about an optical model\n",
        "\n",
        "A Finesse model is a **nodal optical network**. Components such as lasers, mirrors, beamsplitters, spaces, lenses, and detectors are connected by ports and nodes. When the model is run, Finesse solves for the steady-state complex light-field amplitudes that satisfy all the component and propagation equations.\n",
        "\n",
        "For this notebook, keep three words separate:\n",
        "\n",
        "- **model**: the optical layout and its parameters,\n",
        "- **analysis/action**: what we scan or calculate,\n",
        "- **solution**: the detector outputs and field quantities returned by the run.\n",
        "\n",
        "We will use only the **Finesse3 Python API** in the code cells. A minimal Python-API workflow looks like this:\n",
        "\n",
        "1. create a `Model`,\n",
        "2. add components, e.g. `Laser`, `Mirror`, `Beamsplitter`,\n",
        "3. connect ports with spaces using `model.connect(...)`,\n",
        "4. add detectors,\n",
        "5. run an action such as `fa.Xaxis(...)`.\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "44651836",
      "metadata": {
        "id": "44651836"
      },
      "source": [
        "\n",
        "## 2. Mirror `phi` tuning: what is being scanned?\n",
        "\n",
        "Several examples below scan a mirror parameter such as `M1.phi`:\n",
        "\n",
        "```python\n",
        "action = fa.Xaxis(M1.phi, \"lin\", -180, 180, 1000)\n",
        "```\n",
        "\n",
        "This is a **microscopic phase tuning**, not a macroscopic cavity-length change. The macroscopic length sets things such as the free spectral range. The mirror tuning scans the sub-wavelength phase that determines whether the carrier is on resonance or off resonance.\n",
        "\n",
        "In Finesse notation, `phi` is expressed in degrees. A tuning of `phi = 360°` corresponds to one wavelength of propagation-distance change,\n",
        "\n",
        "$$\n",
        "\\Delta L = \\frac{\\phi}{360^\\circ}\\,\\lambda .\n",
        "$$\n",
        "\n",
        "For a Fabry--Perot scan, varying one mirror's `phi` is therefore a convenient way to sweep the round-trip phase through resonance without changing the quoted cavity length. In a real laboratory this corresponds to moving a mirror microscopically with a PZT or changing laser frequency; in Finesse it is packaged as a clean phase knob.\n",
        "\n",
        "A useful mental picture is:\n",
        "\n",
        "$$\n",
        "\\texttt{M1.phi scan} \\quad \\Longleftrightarrow \\quad \\text{scan cavity detuning phase}.\n",
        "$$\n",
        "\n",
        "When a plot says the x-axis is mirror phase in degrees, read it as “how far the cavity is tuned away from resonance,” not as a large mechanical displacement.\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "Hsw6brn3HGJE"
      },
      "id": "Hsw6brn3HGJE"
    },
    {
      "cell_type": "markdown",
      "id": "b1498bc5",
      "metadata": {
        "id": "b1498bc5"
      },
      "source": [
        "\n",
        "## 3. First Finesse3 Python-API example: a simple Fabry--Perot cavity\n",
        "\n",
        "This is the smallest useful cavity example. It mirrors the usual analytic model:\n",
        "\n",
        "$$\n",
        "E_{\\rm cav}=t_1E_{\\rm in}+r_1r_2e^{-i\\delta}E_{\\rm cav},\n",
        "$$\n",
        "\n",
        "but here Finesse builds the component equations for us. The specification is:\n",
        "\n",
        "- laser power: 1 W,\n",
        "- input mirror: $R_1=0.99$, $T_1=0.01$,\n",
        "- end mirror: $R_2=0.991$, $T_2=0.009$,\n",
        "- cavity length: 1 m,\n",
        "- detectors: reflected power, circulating-port power, transmitted power,\n",
        "- action: scan `M1.phi` from $-180^\\circ$ to $+180^\\circ$.\n",
        "\n",
        "The analytic Airy curve is also plotted as a fallback and as a comparison.\n",
        "\n",
        "\n",
        "###  Fabry--Perot scan: the Airy resonance\n",
        "\n",
        "The cavity response comes from repeated round trips. For amplitude reflectivities $r_1,r_2$, define\n",
        "\n",
        "$$\n",
        "\\rho=r_1r_2.\n",
        "$$\n",
        "\n",
        "The normalized static transmitted power as a function of round-trip phase detuning $\\delta$ is\n",
        "\n",
        "$$\n",
        "P_{\\rm norm}(\\delta)=\n",
        "\\frac{(1-\\rho)^2}{(1-\\rho)^2+4\\rho\\sin^2(\\delta/2)}.\n",
        "$$\n",
        "\n",
        "Finesse specification used here:\n",
        "\n",
        "- one input laser,\n",
        "- two mirrors forming a 1 m Fabry--Perot cavity,\n",
        "- detectors for reflected, circulating, and transmitted power,\n",
        "- scan the input mirror phase over one full tuning range.\n",
        "\n",
        "This cell shows both a Finesse scan and a plain analytic Airy curve. The analytic plot is useful on the board because it shows where finesse and linewidth come from."
      ]
    },
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      ],
      "source": [
        "\n",
        "def analytic_airy_vs_phi(R1=0.999, R2=0.9991, n=1200):\n",
        "    r1 = np.sqrt(R1)\n",
        "    r2 = np.sqrt(R2)\n",
        "    rho = r1*r2\n",
        "    # Treat mirror phi as a convenient phase-detuning axis for a pedagogical comparison.\n",
        "    phi_deg = np.linspace(-180, 180, n)\n",
        "    delta = np.deg2rad(2*phi_deg)  # one full resonance period over -180..180 deg\n",
        "    P = (1-rho)**2/((1-rho)**2 + 4*rho*np.sin(delta/2)**2)\n",
        "    plt.figure(figsize=(7, 4))\n",
        "    plt.plot(phi_deg, P)\n",
        "    plt.xlabel(\"mirror tuning phi [deg]\")\n",
        "    plt.ylabel(\"normalized transmitted power\")\n",
        "    plt.title(\"Analytic Airy-like cavity scan\")\n",
        "    plt.grid(True, alpha=0.35)\n",
        "    plt.show()\n",
        "\n",
        "\n",
        "def run_python_api_simple_cavity(R1=0.99, R2=0.991, L=1.0):\n",
        "    if not FINESSE_AVAILABLE:\n",
        "        print(\"Skipping Finesse cavity cell: Finesse not installed.\")\n",
        "        analytic_airy_vs_phi(R1, R2)\n",
        "        return None\n",
        "\n",
        "    model = Model()\n",
        "    L0 = model.add(fc.Laser(\"L0\", P=1))\n",
        "    M1 = model.add(fc.Mirror(\"M1\", R=R1, T=1-R1))\n",
        "    M2 = model.add(fc.Mirror(\"M2\", R=R2, T=1-R2))\n",
        "\n",
        "    model.connect(L0.p1, M1.p1, L=0)\n",
        "    model.connect(M1.p2, M2.p1, L=L)\n",
        "\n",
        "    model.add(fd.PowerDetector(\"refl\", M1.p1.o))\n",
        "    model.add(fd.PowerDetector(\"circ\", M2.p1.i))\n",
        "    model.add(fd.PowerDetector(\"trns\", M2.p2.o))\n",
        "\n",
        "    action = fa.Xaxis(M1.phi, \"lin\", -180, 180, 1200)\n",
        "    out = model.run(action)\n",
        "    out.plot(logy=True)\n",
        "    analytic_airy_vs_phi(R1, R2)\n",
        "    return model, out\n",
        "\n",
        "simple_cavity = run_python_api_simple_cavity()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "6b2f83aa",
      "metadata": {
        "id": "6b2f83aa"
      },
      "source": [
        "\n",
        "## 4. Gaussian beam refresher: Rayleigh range and complex beam parameter\n",
        "\n",
        "![gaussian-beam-contour.png](data:image/png;base64,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)\n",
        "\n",
        "A real interferometer beam is not just a ray.\n",
        "\n",
        "Gaussian beams are used because they are the natural lowest-loss spatial modes of stable optical resonators made from spherical mirrors. A real laser beam is not an infinite plane wave; it has finite size, diffraction, wavefront curvature, and a waist. The Gaussian beam is the simplest beam that keeps its functional form while propagating: it spreads smoothly, has a well-defined waist w\n",
        "0, Rayleigh range z(R), beam radius w(z), wavefront curvature R(z), and Gouy phase ψ(z). In LIGO-like systems, where long cavities must preserve spatial coherence over kilometers, Gaussian beams are a natural choice because stable Fabry-Perot cavities support Hermite-Gaussian eigenmodes. The fundamental mode, TEM00, is Gaussian and gives the cleanest interference, lowest diffraction loss, and best coupling to the desired cavity resonance. Higher-order Hermite-Gaussian modes describe misalignment, mode mismatch, astigmatism, and imperfect optics, so Gaussian-beam language gives both the ideal picture and a systematic way to model realistic deviations.\n",
        "\n",
        "The fundamental paraxial Gaussian beam is described by a waist size $w_0$ and a Rayleigh range\n",
        "\n",
        "$$\n",
        "z_R = \\frac{\\pi w_0^2}{\\lambda}.\n",
        "$$\n",
        "\n",
        "The complex beam parameter is a compact way of describing a Gaussian beam with one quantity instead of separately tracking its beam size and wavefront curvature. It tells us how wide the beam is at a given location, whether it is converging or diverging, where the waist is, and how quickly the beam diffracts. Its main power is that it propagates through free space, lenses, mirrors, and cavities using the same simple ABCD-matrix rules used in paraxial ray optics. This makes it very useful for mode matching: instead of only matching the beam radius at a cavity mirror, we can also match the wavefront curvature, which is essential for efficiently coupling light into the cavity’s fundamental Gaussian mode. In LIGO-style optical systems, the complex beam parameter gives a clean bridge between ray optics and wave optics: it keeps the convenience of geometric propagation while still carrying the diffraction information needed for real finite-size laser beams.\n",
        "\n",
        "At the waist, the complex beam parameter is\n",
        "\n",
        "$$\n",
        "q(0)= i z_R.\n",
        "$$\n",
        "\n",
        "After free-space propagation by distance $z$ from the waist,\n",
        "\n",
        "$$\n",
        "q(z)=z+i z_R.\n",
        "$$\n",
        "\n",
        "The Rayleigh range (z_R) is the distance over which the beam radius grows by a factor $\\sqrt{2}$. It is the natural length scale for Gaussian-beam propagation.\n",
        "\n",
        "The inverse beam parameter contains the wavefront curvature and beam size:\n",
        "\n",
        "$$\n",
        "\\frac{1}{q(z)}=\\frac{1}{R(z)}-i\\frac{\\lambda}{\\pi w^2(z)}.\n",
        "$$\n",
        "\n",
        "Here $R(z)$ is the wavefront radius of curvature and $w(z)$ is the Gaussian beam radius. The formulas are\n",
        "\n",
        "$$\n",
        "w(z)=w_0\\sqrt{1+\\left(\\frac{z}{z_R}\\right)^2},\n",
        "$$\n",
        "\n",
        "$$\n",
        "R(z)=z\\left[1+\\left(\\frac{z_R}{z}\\right)^2\\right],\n",
        "$$\n",
        "\n",
        "and the Gouy phase is\n",
        "\n",
        "$$\n",
        "\\psi(z)=\\tan^{-1}\\left(\\frac{z}{z_R}\\right).\n",
        "$$\n",
        "\n",
        "Gouy phase is an extra phase shift that a focused Gaussian beam accumulates as it propagates through a waist. Unlike a plane wave, a finite laser beam diffracts, changes size, and changes wavefront curvature; the Gouy phase is the phase signature of that transverse evolution. It becomes especially important in cavities because different transverse spatial modes accumulate different Gouy phases per round trip. This means the fundamental Gaussian mode and higher-order Hermite-Gaussian modes resonate at slightly different frequencies. In LIGO-style optical systems, Gouy phase is therefore a practical design tool: it helps separate unwanted higher-order modes from the main TEM00 resonance, improves mode cleaning, and makes misalignment or mode-mismatch effects diagnosable. In simple terms, Gouy phase tells us that a real focused beam is not just a plane wave with a changing radius; its spatial structure also carries a propagation-dependent phase, and cavities use this phase to discriminate between different beam shapes.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "595efc98",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 754
        },
        "id": "595efc98",
        "outputId": "2626c98a-7ca4-4150-95b7-8ecc87c20445"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "lambda = 1064 nm\n",
            "waist w0 = 1.00 mm\n",
            "Rayleigh range zR = 2.953 m\n",
            "w(zR) / w0 = 1.414\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
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      "source": [
        "\n",
        "lambda0 = 1064e-9\n",
        "w0 = 1.0e-3\n",
        "zR = np.pi*w0**2/lambda0\n",
        "z = np.linspace(-4*zR, 4*zR, 1200)\n",
        "q = z + 1j*zR\n",
        "w = w0*np.sqrt(1+(z/zR)**2)\n",
        "R = np.empty_like(z)\n",
        "R[:] = np.nan\n",
        "mask = np.abs(z) > 1e-12\n",
        "R[mask] = z[mask]*(1+(zR/z[mask])**2)\n",
        "gouy = np.arctan(z/zR)\n",
        "invq = 1/q\n",
        "\n",
        "print(f\"lambda = {lambda0*1e9:.0f} nm\")\n",
        "print(f\"waist w0 = {w0*1e3:.2f} mm\")\n",
        "print(f\"Rayleigh range zR = {zR:.3f} m\")\n",
        "print(f\"w(zR) / w0 = {np.sqrt(2):.3f}\")\n",
        "\n",
        "fig, ax = plt.subplots(2, 2, figsize=(11, 7))\n",
        "ax[0,0].plot(z/zR, w*1e3)\n",
        "ax[0,0].axvline(1, ls=':', color='k')\n",
        "ax[0,0].axvline(-1, ls=':', color='k')\n",
        "ax[0,0].set_xlabel(r\"$z/z_R$\")\n",
        "ax[0,0].set_ylabel(\"beam radius w [mm]\")\n",
        "ax[0,0].set_title(\"Beam radius; dotted lines are ± Rayleigh range\")\n",
        "ax[0,0].grid(True, alpha=0.35)\n",
        "\n",
        "ax[0,1].plot(z/zR, gouy)\n",
        "ax[0,1].axvline(1, ls=':', color='k')\n",
        "ax[0,1].axvline(-1, ls=':', color='k')\n",
        "ax[0,1].set_xlabel(r\"$z/z_R$\")\n",
        "ax[0,1].set_ylabel(\"Gouy phase [rad]\")\n",
        "ax[0,1].set_title(\"Gouy phase\")\n",
        "ax[0,1].grid(True, alpha=0.35)\n",
        "\n",
        "ax[1,0].plot(z/zR, np.real(invq), label=r\"Re$(1/q)=1/R$\")\n",
        "ax[1,0].plot(z/zR, -np.imag(invq), label=r\"-Im$(1/q)=\\lambda/(\\pi w^2)$\")\n",
        "ax[1,0].set_xlabel(r\"$z/z_R$\")\n",
        "ax[1,0].set_ylabel(\"1/m\")\n",
        "ax[1,0].set_title(\"Information encoded in 1/q\")\n",
        "ax[1,0].legend()\n",
        "ax[1,0].grid(True, alpha=0.35)\n",
        "\n",
        "ax[1,1].plot(np.real(q)/zR, np.imag(q)/zR)\n",
        "ax[1,1].scatter([0], [1], label=\"waist\")\n",
        "ax[1,1].set_xlabel(r\"Re$(q)/z_R$\")\n",
        "ax[1,1].set_ylabel(r\"Im$(q)/z_R$\")\n",
        "ax[1,1].set_title(\"Path of q under free propagation\")\n",
        "ax[1,1].legend()\n",
        "ax[1,1].grid(True, alpha=0.35)\n",
        "\n",
        "fig.suptitle(\"Gaussian beam propagation and the complex beam parameter\")\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
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        "\n",
        "## 5. Interactive two-lens collimator / beam expander\n",
        "\n",
        "This widget is a small optical bench. The input beam starts at a waist, passes through two thin lenses, and then propagates to an output plane. It is useful before doing Finesse higher-order-mode examples because it shows what mode matching is trying to control.\n",
        "\n",
        "Free-space propagation is\n",
        "\n",
        "$$\n",
        "q \\rightarrow q+d.\n",
        "$$\n",
        "\n",
        "A thin lens of focal length $f$ transforms the complex beam parameter as\n",
        "\n",
        "$$\n",
        "q_{\\rm after}=\\frac{q_{\\rm before}}{1-q_{\\rm before}/f}.\n",
        "$$\n",
        "\n",
        "A ray-optics telescope is afocal when the lens separation is close to\n",
        "\n",
        "$$\n",
        "d \\simeq f_1+f_2.\n",
        "$$\n",
        "\n",
        "For Gaussian beams this is still a good guide, but the exact answer depends on the input waist and Rayleigh range. Move the lenses and focal lengths. Watch the beam envelope, the curvature term $\\mathrm{Re}(1/q)$, and the output divergence.\n"
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      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(FloatSlider(value=1064.0, description='lambda [nm]', max=1600.0, min=500.0, step=1.0), F…"
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      "source": [
        "\n",
        "def q_space(q, d):\n",
        "    return q + d\n",
        "\n",
        "def q_lens(q, f):\n",
        "    return q/(1 - q/f)\n",
        "\n",
        "def w_from_q(q, lam):\n",
        "    invq = 1/q\n",
        "    val = lam/(np.pi*(-np.imag(invq)))\n",
        "    return np.sqrt(max(val, 0))\n",
        "\n",
        "def R_from_q(q):\n",
        "    invq = 1/q\n",
        "    if abs(np.real(invq)) < 1e-12:\n",
        "        return np.inf\n",
        "    return 1/np.real(invq)\n",
        "\n",
        "def q_after_elements(z, q0, elements):\n",
        "    q = q0\n",
        "    current = 0.0\n",
        "    for z_el, f_el in elements:\n",
        "        if z <= z_el:\n",
        "            return q_space(q, z-current)\n",
        "        q = q_space(q, z_el-current)\n",
        "        q = q_lens(q, f_el)\n",
        "        current = z_el\n",
        "    return q_space(q, z-current)\n",
        "\n",
        "def plot_beam_expander(lambda_nm=1064, w0_mm=0.50, z_l1=0.40, f1=0.20, sep=0.50, f2=0.50, z_end=1.80):\n",
        "    lam = lambda_nm*1e-9\n",
        "    q0 = 1j*np.pi*(w0_mm*1e-3)**2/lam\n",
        "    z_l2 = z_l1 + sep\n",
        "    z_end = max(z_end, z_l2 + 0.05)\n",
        "    zz = np.linspace(0, z_end, 900)\n",
        "    elements = [(z_l1, f1), (z_l2, f2)]\n",
        "    qs = np.array([q_after_elements(float(zi), q0, elements) for zi in zz], dtype=complex)\n",
        "    ww = np.array([w_from_q(qi, lam) for qi in qs])\n",
        "    qout = qs[-1]\n",
        "    wout = w_from_q(qout, lam)\n",
        "    Rout = R_from_q(qout)\n",
        "    divergence = lam/(np.pi*wout)\n",
        "    afocal_error = sep - (f1 + f2)\n",
        "\n",
        "    fig, ax = plt.subplots(2, 2, figsize=(11, 7))\n",
        "    ax[0,0].plot(zz, ww*1e3, lw=2)\n",
        "    ax[0,0].plot(zz, -ww*1e3, lw=2)\n",
        "    ax[0,0].axvline(z_l1, ls='--', color='k', alpha=0.7)\n",
        "    ax[0,0].axvline(z_l2, ls='--', color='k', alpha=0.7)\n",
        "    ax[0,0].set_xlabel(\"distance along bench [m]\")\n",
        "    ax[0,0].set_ylabel(\"beam radius ±w [mm]\")\n",
        "    ax[0,0].set_title(\"Beam envelope\")\n",
        "    ax[0,0].grid(True, alpha=0.35)\n",
        "\n",
        "    invq = 1/qs\n",
        "    ax[0,1].plot(zz, np.real(invq), label=r\"Re$(1/q)=1/R$\")\n",
        "    ax[0,1].plot(zz, -np.imag(invq), label=r\"-Im$(1/q)$\")\n",
        "    ax[0,1].axvline(z_l1, ls='--', color='k', alpha=0.7)\n",
        "    ax[0,1].axvline(z_l2, ls='--', color='k', alpha=0.7)\n",
        "    ax[0,1].set_xlabel(\"distance [m]\")\n",
        "    ax[0,1].set_ylabel(\"1/m\")\n",
        "    ax[0,1].set_title(\"Curvature and size information in 1/q\")\n",
        "    ax[0,1].legend()\n",
        "    ax[0,1].grid(True, alpha=0.35)\n",
        "\n",
        "    ax[1,0].plot(np.real(qs), np.imag(qs), lw=2)\n",
        "    ax[1,0].scatter([np.real(q0), np.real(qout)], [np.imag(q0), np.imag(qout)])\n",
        "    ax[1,0].set_xlabel(\"Re(q) [m]\")\n",
        "    ax[1,0].set_ylabel(\"Im(q) [m]\")\n",
        "    ax[1,0].set_title(\"q-plane trajectory\")\n",
        "    ax[1,0].grid(True, alpha=0.35)\n",
        "\n",
        "    # Small two-dimensional scan over separation and f2 to show where divergence is smallest.\n",
        "    seps = np.linspace(max(0.05, sep-0.35), sep+0.35, 90)\n",
        "    f2s = np.linspace(max(0.05, f2-0.35), f2+0.35, 90)\n",
        "    Z = np.zeros((len(f2s), len(seps)))\n",
        "    for i, f2_i in enumerate(f2s):\n",
        "        for j, sep_j in enumerate(seps):\n",
        "            z2_i = z_l1 + sep_j\n",
        "            zend_i = max(z_end, z2_i + 0.05)\n",
        "            q_i = q_after_elements(zend_i, q0, [(z_l1, f1), (z2_i, f2_i)])\n",
        "            w_i = w_from_q(q_i, lam)\n",
        "            R_i = R_from_q(q_i)\n",
        "            Z[i,j] = abs(1/R_i) + 0.02*lam/(np.pi*w_i)  # rough collimation metric\n",
        "    im = ax[1,1].imshow(Z, origin='lower', aspect='auto',\n",
        "                        extent=[seps[0], seps[-1], f2s[0], f2s[-1]])\n",
        "    ax[1,1].scatter([sep], [f2], color='white', s=30)\n",
        "    ax[1,1].set_xlabel(\"lens separation [m]\")\n",
        "    ax[1,1].set_ylabel(\"f2 [m]\")\n",
        "    ax[1,1].set_title(\"Small metric: darker is more collimated\")\n",
        "    fig.colorbar(im, ax=ax[1,1], label=\"collimation metric\")\n",
        "\n",
        "    if np.isinf(Rout):\n",
        "        Rtext = \"infinite\"\n",
        "    else:\n",
        "        Rtext = f\"{Rout:.2f} m\"\n",
        "    fig.suptitle(\n",
        "        f\"Output w = {wout*1e3:.3f} mm, R = {Rtext}, divergence ≈ {divergence*1e6:.2f} urad, \"\n",
        "        f\"sep-(f1+f2) = {afocal_error:.3f} m\"\n",
        "    )\n",
        "    plt.tight_layout()\n",
        "    plt.show()\n",
        "\n",
        "if WIDGETS_AVAILABLE:\n",
        "    controls = dict(\n",
        "        lambda_nm=widgets.FloatSlider(value=1064, min=500, max=1600, step=1, description=\"lambda [nm]\"),\n",
        "        w0_mm=widgets.FloatSlider(value=0.50, min=0.05, max=2.0, step=0.01, description=\"w0 [mm]\"),\n",
        "        z_l1=widgets.FloatSlider(value=0.40, min=0.05, max=1.5, step=0.01, description=\"z L1 [m]\"),\n",
        "        f1=widgets.FloatSlider(value=0.20, min=-1.0, max=1.0, step=0.01, description=\"f1 [m]\"),\n",
        "        sep=widgets.FloatSlider(value=0.50, min=0.05, max=1.5, step=0.01, description=\"L1-L2 [m]\"),\n",
        "        f2=widgets.FloatSlider(value=0.50, min=-1.0, max=1.5, step=0.01, description=\"f2 [m]\"),\n",
        "        z_end=widgets.FloatSlider(value=1.80, min=0.5, max=3.0, step=0.02, description=\"output z [m]\"),\n",
        "    )\n",
        "    display(widgets.interactive(plot_beam_expander, **controls))\n",
        "else:\n",
        "    print(\"ipywidgets unavailable; showing one static beam-expander configuration.\")\n",
        "    plot_beam_expander()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 6. Finesse3 Example: Beam Expander with collimation\n",
        "\n",
        "This example sets up a Finesse3 simulation of a 1064 nm laser beam passing through a two-lens beam expander that also keeps the output beam collimated, using lenses with focal lengths of 0.1 m and 0.16 m spaced 0.26 m apart to increase the beam waist from 1 mm to 1.6 mm while monitoring the beam before and after expansion with two CCD detectors."
      ],
      "metadata": {
        "id": "o_O3T5VbF63i"
      },
      "id": "o_O3T5VbF63i"
    },
    {
      "cell_type": "code",
      "source": [
        "# Assumptions:\n",
        "# - Wavelength = 1064 nm (default in finesse Laser)\n",
        "# - Input beam waist = 0.8 mm at laser output\n",
        "# - Final beam waist expanded to 1.6 mm by two convex lenses (simple telescope)\n",
        "# - Lenses focal lengths chosen for 3x expansion: f1 = 0.1 m, f2 = 0.16 m\n",
        "# - Lens separation = f1 + f2 = 0.26 m\n",
        "# - Distance laser to first lens = 0.1 m\n",
        "# - Distance second lens to ccd2 = 0.1 m\n",
        "# - CCD1 placed right after laser; CCD2 placed after second lens output\n",
        "\n",
        "\n",
        "WAVELENGTH = 1064e-9  # fixed laser wavelength\n",
        "\n",
        "\n",
        "def beam_expander_widget(\n",
        "    power=1.0,\n",
        "    input_waist_mm=1.0,\n",
        "    f1=0.1,\n",
        "    f2=0.3,\n",
        "    laser_to_lens1=0.1,\n",
        "    lens_separation=0.4,\n",
        "    ccd2_distance=0.1,\n",
        "    ccd_range=5.0,\n",
        "    ccd_npts=80,\n",
        "    scale_mode=\"individual\"\n",
        "):\n",
        "    model = Model()\n",
        "\n",
        "    # Laser\n",
        "    laser = model.add(fc.Laser(\"laser\", P=power))\n",
        "\n",
        "    # Input beam\n",
        "    input_waist = input_waist_mm * 1e-3\n",
        "    zr_input = np.pi * input_waist**2 / WAVELENGTH\n",
        "    laser.p1.o.q = 1j * zr_input\n",
        "\n",
        "    # Lenses\n",
        "    lens1 = model.add(fc.Lens(\"lens1\", f=f1))\n",
        "    lens2 = model.add(fc.Lens(\"lens2\", f=f2))\n",
        "\n",
        "    # Dummy output plane so CCD2 can be moved after lens2\n",
        "    output_plane = model.add(fc.Nothing(\"output_plane\"))\n",
        "\n",
        "    # Optical path\n",
        "    model.connect(laser.p1, lens1.p1, L=laser_to_lens1)\n",
        "    model.connect(lens1.p2, lens2.p1, L=lens_separation)\n",
        "    model.connect(lens2.p2, output_plane.p1, L=ccd2_distance)\n",
        "\n",
        "    # CCD1 stays at laser output\n",
        "    model.add(\n",
        "        fd.camera.CCD(\n",
        "            \"ccd1\",\n",
        "            node=laser.p1.o,\n",
        "            xlim=[-ccd_range, ccd_range],\n",
        "            ylim=[-ccd_range, ccd_range],\n",
        "            npts=ccd_npts,\n",
        "            w0_scaled=True\n",
        "        )\n",
        "    )\n",
        "\n",
        "    # CCD2 is now movable after lens2\n",
        "    model.add(\n",
        "        fd.camera.CCD(\n",
        "            \"ccd2\",\n",
        "            node=output_plane.p1.i,\n",
        "            xlim=[-ccd_range, ccd_range],\n",
        "            ylim=[-ccd_range, ccd_range],\n",
        "            npts=ccd_npts,\n",
        "            w0_scaled=True\n",
        "        )\n",
        "    )\n",
        "\n",
        "    results = model.run()\n",
        "\n",
        "    ccd1_data = results[\"ccd1\"]\n",
        "    ccd2_data = results[\"ccd2\"]\n",
        "\n",
        "    # Color scale options\n",
        "    if scale_mode == \"ccd1\":\n",
        "        vmin1 = vmin2 = ccd1_data.min()\n",
        "        vmax1 = vmax2 = ccd1_data.max()\n",
        "\n",
        "    elif scale_mode == \"individual\":\n",
        "        vmin1, vmax1 = ccd1_data.min(), ccd1_data.max()\n",
        "        vmin2, vmax2 = ccd2_data.min(), ccd2_data.max()\n",
        "\n",
        "    elif scale_mode == \"shared\":\n",
        "        vmin1 = vmin2 = min(ccd1_data.min(), ccd2_data.min())\n",
        "        vmax1 = vmax2 = max(ccd1_data.max(), ccd2_data.max())\n",
        "\n",
        "    elif scale_mode == \"percentile\":\n",
        "        vmin1, vmax1 = np.percentile(ccd1_data, [1, 99])\n",
        "        vmin2, vmax2 = np.percentile(ccd2_data, [1, 99])\n",
        "\n",
        "    # Plot\n",
        "    fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5))\n",
        "\n",
        "    ax1.set_title(\"CCD1: Laser Output\")\n",
        "    c1 = ax1.imshow(\n",
        "        ccd1_data,\n",
        "        extent=[-ccd_range, ccd_range, -ccd_range, ccd_range],\n",
        "        origin=\"lower\",\n",
        "        cmap=\"viridis\",\n",
        "        vmin=vmin1,\n",
        "        vmax=vmax1\n",
        "    )\n",
        "    fig.colorbar(c1, ax=ax1, label=\"Intensity\")\n",
        "\n",
        "    ax2.set_title(f\"CCD2: {ccd2_distance:.2f} m after Lens 2\")\n",
        "    c2 = ax2.imshow(\n",
        "        ccd2_data,\n",
        "        extent=[-ccd_range, ccd_range, -ccd_range, ccd_range],\n",
        "        origin=\"lower\",\n",
        "        cmap=\"viridis\",\n",
        "        vmin=vmin2,\n",
        "        vmax=vmax2\n",
        "    )\n",
        "    fig.colorbar(c2, ax=ax2, label=\"Intensity\")\n",
        "\n",
        "    ideal_spacing = f1 + f2\n",
        "    spacing_error = lens_separation - ideal_spacing\n",
        "\n",
        "    plt.suptitle(\n",
        "        f\"f1={f1:.3f} m, f2={f2:.3f} m, \"\n",
        "        f\"L1-L2={lens_separation:.3f} m, \"\n",
        "        f\"ideal={ideal_spacing:.3f} m, \"\n",
        "        f\"error={spacing_error:+.3f} m\"\n",
        "    )\n",
        "\n",
        "    plt.tight_layout()\n",
        "    plt.show()\n",
        "\n",
        "    print(f\"Fixed wavelength: {WAVELENGTH*1e9:.0f} nm\")\n",
        "    print(f\"Input waist: {input_waist_mm:.3f} mm\")\n",
        "    print(f\"Expansion ratio f2/f1: {f2/f1:.3f}x\")\n",
        "    print(f\"Ideal collimated lens spacing: f1 + f2 = {ideal_spacing:.3f} m\")\n",
        "    print(f\"Current lens spacing: {lens_separation:.3f} m\")\n",
        "    print(f\"CCD2 distance after lens2: {ccd2_distance:.3f} m\")\n",
        "\n",
        "    if abs(spacing_error) < 1e-6:\n",
        "        print(\"Status: lens spacing is ideal, output should be approximately collimated.\")\n",
        "    else:\n",
        "        print(\"Status: lens spacing is not ideal, output is not perfectly collimated.\")\n",
        "\n",
        "\n",
        "widgets.interact(\n",
        "    beam_expander_widget,\n",
        "\n",
        "    power=widgets.FloatSlider(\n",
        "        value=1.0,\n",
        "        min=0.1,\n",
        "        max=5.0,\n",
        "        step=0.1,\n",
        "        description=\"Power W\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    input_waist_mm=widgets.FloatSlider(\n",
        "        value=0.8,\n",
        "        min=0.2,\n",
        "        max=5.0,\n",
        "        step=0.1,\n",
        "        description=\"Waist mm\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    f1=widgets.FloatSlider(\n",
        "        value=0.1,\n",
        "        min=0.02,\n",
        "        max=0.5,\n",
        "        step=0.01,\n",
        "        description=\"f1 m\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    f2=widgets.FloatSlider(\n",
        "        value=0.16,\n",
        "        min=0.05,\n",
        "        max=1.0,\n",
        "        step=0.01,\n",
        "        description=\"f2 m\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    laser_to_lens1=widgets.FloatSlider(\n",
        "        value=0.1,\n",
        "        min=0.0,\n",
        "        max=0.5,\n",
        "        step=0.01,\n",
        "        description=\"Laser-L1\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    lens_separation=widgets.FloatSlider(\n",
        "        value=0.26,\n",
        "        min=0.05,\n",
        "        max=1.5,\n",
        "        step=0.01,\n",
        "        description=\"L1-L2\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    ccd2_distance=widgets.FloatSlider(\n",
        "        value=0.1,\n",
        "        min=0.0,\n",
        "        max=2.0,\n",
        "        step=0.05,\n",
        "        description=\"CCD2 dist\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    ccd_range=widgets.FloatSlider(\n",
        "        value=5.0,\n",
        "        min=1.0,\n",
        "        max=20.0,\n",
        "        step=0.5,\n",
        "        description=\"CCD range\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    ccd_npts=widgets.IntSlider(\n",
        "        value=80,\n",
        "        min=40,\n",
        "        max=250,\n",
        "        step=10,\n",
        "        description=\"CCD pts\",\n",
        "        continuous_update=False\n",
        "    ),\n",
        "\n",
        "    scale_mode=widgets.Dropdown(\n",
        "        options=[\"individual\", \"ccd1\", \"shared\", \"percentile\"],\n",
        "        value=\"individual\",\n",
        "        description=\"Scale\"\n",
        "    )\n",
        ");"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 957,
          "referenced_widgets": [
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        },
        "outputId": "565d964a-a575-45dd-84f3-e05348e43f71",
        "id": "9qDrWcbgF5cI"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "interactive(children=(FloatSlider(value=1.0, continuous_update=False, description='Power W', max=5.0, min=0.1)…"
            ],
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            "application/vnd.jupyter.widget-view+json": {
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      "id": "9qDrWcbgF5cI"
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    {
      "cell_type": "markdown",
      "id": "4df4d357",
      "metadata": {
        "id": "4df4d357"
      },
      "source": [
        "\n",
        "## 7. Michelson interferometer: path difference becomes a fringe\n",
        "\n",
        "A 50/50 beamsplitter sends light into two arms. The fields return and interfere at the output ports. If one mirror phase is scanned, the antisymmetric-port power follows a sinusoidal fringe.\n",
        "\n",
        "Finesse specification used here:\n",
        "\n",
        "- one laser of power 1 W,\n",
        "- one 50/50 beamsplitter,\n",
        "- two perfectly reflecting end mirrors,\n",
        "- one power detector at the antisymmetric port,\n",
        "- scan the phase of one mirror from $-180^\\circ$ to $+180^\\circ$.\n",
        "\n",
        "This example is useful because it shows the difference between **field amplitude** and **detected power**: the detector sees $|E_1+E_2|^2$, so relative phase matters.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e7473556",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 354
        },
        "id": "e7473556",
        "outputId": "ecc6da8a-bafd-4d30-8e30-e30b4b9b6d9f"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
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          },
          "metadata": {}
        }
      ],
      "source": [
        "\n",
        "#\n",
        "def run_michelson_fringe():\n",
        "\n",
        "    model = Model()\n",
        "    laser = model.add(fc.Laser(\"L0\", P=1))\n",
        "    bs = model.add(fc.Beamsplitter(\"BS\", T=0.5, R=0.5, L=0, alpha=0))\n",
        "    Mx = model.add(fc.Mirror(\"Mx\", T=0, R=1, L=0))\n",
        "    My = model.add(fc.Mirror(\"My\", T=0, R=1, L=0))\n",
        "\n",
        "    model.connect(laser.p1, bs.p1)\n",
        "    model.connect(bs.p2, Mx.p1, L=1)\n",
        "    model.connect(bs.p3, My.p1, L=1)\n",
        "\n",
        "    model.add(fd.PowerDetector(\"AS\", bs.p4.o))\n",
        "    action = fa.Xaxis(Mx.phi, 'lin', -180, 180, 1000)\n",
        "    out = model.run(action)\n",
        "    out.plot()\n",
        "    return model, out\n",
        "\n",
        "michelson = run_michelson_fringe()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d2377ddd",
      "metadata": {
        "id": "d2377ddd"
      },
      "source": [
        "\n",
        "## 8. Misalignment: the fringe becomes a spatial pattern\n",
        "\n",
        "A small mirror tilt changes the transverse phase of one returning beam. Instead of a single number changing with mirror phase, a camera sees spatial interference fringes. In a Hermite--Gaussian basis this same physics appears as coupling from the fundamental mode into higher-order modes.\n",
        "\n",
        "Finesse specification used here:\n",
        "\n",
        "- turn on higher-order modes with `model.modes(maxtem=...)`,\n",
        "- give the input laser a Gaussian beam parameter,\n",
        "- tilt one Michelson mirror,\n",
        "- place a screen at the antisymmetric port,\n",
        "- use a CCD/camera detector when Finesse supports it.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "bd3ece1b",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 405
        },
        "id": "bd3ece1b",
        "outputId": "364fe662-8983-4899-bda0-b953bea7a13f"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.12/dist-packages/finesse/plotting/plot.py:889: UserWarning: No x-axes have been defined, unable to plot the outputs of any detectors of type <class 'finesse.detectors.powerdetector.PowerDetector'>\n",
            "  warn(\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 576x355.968 with 2 Axes>"
            ],
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          "metadata": {}
        }
      ],
      "source": [
        "\n",
        "\n",
        "def run_misaligned_michelson_camera(tilt_urad=500, maxtem=20):\n",
        "\n",
        "    model = Model()\n",
        "    model.modes(maxtem=maxtem)\n",
        "\n",
        "    laser = model.add(fc.Laser(\"L0\", P=1))\n",
        "    zr = np.pi*(1e-3)**2/1064e-9\n",
        "    q = finesse.BeamParam(zr=zr, z=0)\n",
        "    laser.p1.o.q = q\n",
        "\n",
        "    bs = model.add(fc.Beamsplitter(\"BS\", T=0.5, R=0.5, L=0, alpha=0))\n",
        "    Mx = model.add(fc.Mirror(\"Mx\", T=0, R=1, L=0, xbeta=tilt_urad*1e-6,ybeta=tilt_urad*1e-6))\n",
        "    My = model.add(fc.Mirror(\"My\", T=0, R=1, L=0))\n",
        "    screen = model.add(fc.Nothing(\"screen\"))\n",
        "\n",
        "    model.connect(laser.p1, bs.p1)\n",
        "    model.connect(bs.p2, Mx.p1, L=1)\n",
        "    model.connect(bs.p3, My.p1, L=1)\n",
        "    model.connect(bs.p4, screen.p1, L=0.2)\n",
        "\n",
        "    model.add(fd.PowerDetector(\"AS_power\", screen.p1.i))\n",
        "    try:\n",
        "        model.add(fd.camera.CCD(\"AS_camera\", node=screen.p1.i,\n",
        "                                xlim=[-5,5], ylim=[-5,5], npts=120, w0_scaled=True))\n",
        "    except Exception as exc:\n",
        "        print(\"CCD detector could not be added in this Finesse version:\", repr(exc))\n",
        "\n",
        "    out = model.run(fa.Noxaxis())\n",
        "    try:\n",
        "        out.plot()\n",
        "    except Exception:\n",
        "        print(out)\n",
        "    return model, out\n",
        "\n",
        "mis = run_misaligned_michelson_camera(tilt_urad=600, maxtem=40)\n"
      ]
    },
    {
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        "\n",
        "## 10. Fabry--Perot as a low-pass filter\n",
        "\n",
        "The exact normalized field response to a slowly varying input field is\n",
        "\n",
        "$$\n",
        "H_{\\rm exact}(s)=\\frac{1-\\rho}{1-\\rho e^{-s\\tau}},\n",
        "\\qquad\n",
        "\\tau=\\frac{2L}{c}.\n",
        "$$\n",
        "\n",
        "For frequencies much lower than the FSR,\n",
        "\n",
        "$$\n",
        "e^{-s\\tau}\\simeq 1-s\\tau,\n",
        "$$\n",
        "\n",
        "so the exact delay response becomes the single-pole approximation\n",
        "\n",
        "$$\n",
        "H_{\\rm pole}(s)=\\frac{\\omega_c}{s+\\omega_c},\n",
        "\\qquad\n",
        "\\omega_c=\\frac{1-\\rho}{\\rho\\tau}.\n",
        "$$\n",
        "\n",
        "The exact delay model repeats at multiples of the FSR. The single-pole model keeps only the first resonance near baseband. This is the model we usually use for low-frequency sensing and control.\n"
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      "source": [
        "\n",
        "rho = np.sqrt(0.99*0.991)\n",
        "FSR = 1.0\n",
        "tau = 1/FSR\n",
        "fc = (1-rho)/(rho*tau)/(2*np.pi)\n",
        "f = np.logspace(-4, 1.2, 2000)\n",
        "H_exact = (1-rho)/(1-rho*np.exp(-1j*2*np.pi*f/FSR))\n",
        "H_pole = 1/(1+1j*f/fc)\n",
        "\n",
        "fig, ax = plt.subplots(2, 1, figsize=(8, 7), sharex=True)\n",
        "ax[0].loglog(f/FSR, np.abs(H_exact), label=\"exact delay\")\n",
        "ax[0].loglog(f/FSR, np.abs(H_pole), '--', label=\"single-pole\")\n",
        "ax[0].axvline(fc/FSR, ls=':', label=\"cavity pole\")\n",
        "ax[0].set_ylabel(r\"$|H|$\")\n",
        "ax[0].legend()\n",
        "ax[0].grid(True, which='both', alpha=0.35)\n",
        "ax[1].semilogx(f/FSR, np.unwrap(np.angle(H_exact))*180/np.pi, label=\"exact delay\")\n",
        "ax[1].semilogx(f/FSR, np.unwrap(np.angle(H_pole))*180/np.pi, '--', label=\"single-pole\")\n",
        "ax[1].axvline(fc/FSR, ls=':')\n",
        "ax[1].set_xlabel(\"f / FSR\")\n",
        "ax[1].set_ylabel(\"phase [deg]\")\n",
        "ax[1].legend()\n",
        "ax[1].grid(True, which='both', alpha=0.35)\n",
        "fig.suptitle(\"Exact delay response versus single-pole cavity approximation\")\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "0407b9b9",
      "metadata": {
        "id": "0407b9b9"
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      "source": [
        "\n",
        "## 11. Matrix method: output = $c M^{-1} b$\n",
        "\n",
        "For the Fabry--Perot internal fields\n",
        "\n",
        "$$\n",
        "x=\\begin{pmatrix}E_2&E_3&E_4&E_5\\end{pmatrix}^T,\n",
        "$$\n",
        "\n",
        "one convenient Finesse-like convention gives\n",
        "\n",
        "$$\n",
        "M x = b u,\n",
        "\\qquad\n",
        "b=\\begin{pmatrix} i t_1&0&0&0\\end{pmatrix}^T.\n",
        "$$\n",
        "\n",
        "The first entry of $b$ means: the external input field $u$ is injected into the equation for $E_2$. It does **not** mean that $b$ is another field vector.\n",
        "\n",
        "If the transmitted field is\n",
        "\n",
        "$$\n",
        "y=E_7=cx,\n",
        "\\qquad\n",
        "c=\\begin{pmatrix}0&i t_2&0&0\\end{pmatrix},\n",
        "$$\n",
        "\n",
        "then\n",
        "\n",
        "$$\n",
        "\\frac{y}{u}=cM^{-1}b.\n",
        "$$\n",
        "\n",
        "The cell below evaluates this matrix formula and compares it with the analytic expression. This is the smallest version of the Finesse idea: write local component equations, assemble a matrix, solve for whichever output you care about.\n"
      ]
    },
    {
      "cell_type": "code",
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      "id": "db9c928c",
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        "id": "db9c928c",
        "outputId": "2be550a9-1d10-411c-cf38-0eb3cadc7ca6"
      },
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          "output_type": "stream",
          "name": "stdout",
          "text": [
            "maximum numerical difference: 6.205404362978966e-15\n"
          ]
        }
      ],
      "source": [
        "\n",
        "def matrix_fp_transfer(f_over_fsr, r1=np.sqrt(0.99), r2=np.sqrt(0.991)):\n",
        "    t1 = np.sqrt(1-r1**2)\n",
        "    t2 = np.sqrt(1-r2**2)\n",
        "    out = []\n",
        "    for ff in np.atleast_1d(f_over_fsr):\n",
        "        p = np.exp(-1j*np.pi*ff)\n",
        "        M = np.array([\n",
        "            [1, 0, 0, -r1],\n",
        "            [-p, 1, 0, 0],\n",
        "            [0, -r2, 1, 0],\n",
        "            [0, 0, -p, 1],\n",
        "        ], dtype=complex)\n",
        "        b = np.array([1j*t1, 0, 0, 0], dtype=complex)\n",
        "        c = np.array([0, 1j*t2, 0, 0], dtype=complex)\n",
        "        out.append(c @ np.linalg.solve(M, b))\n",
        "    return np.array(out)\n",
        "\n",
        "f = np.linspace(-1.5, 1.5, 2000)\n",
        "r1 = np.sqrt(0.99)\n",
        "r2 = np.sqrt(0.991)\n",
        "t1 = np.sqrt(1-r1**2)\n",
        "t2 = np.sqrt(1-r2**2)\n",
        "H_matrix = matrix_fp_transfer(f, r1, r2)\n",
        "H_formula = -t1*t2*np.exp(-1j*np.pi*f)/(1-r1*r2*np.exp(-1j*2*np.pi*f))\n",
        "\n",
        "fig, ax = plt.subplots(2, 1, figsize=(8, 7), sharex=True)\n",
        "ax[0].plot(f, np.abs(H_matrix), label=r\"$cM^{-1}b$\")\n",
        "ax[0].plot(f, np.abs(H_formula), '--', label=\"analytic\")\n",
        "ax[0].set_ylabel(\"field magnitude\")\n",
        "ax[0].legend()\n",
        "ax[0].grid(True, alpha=0.35)\n",
        "ax[1].plot(f, np.angle(H_matrix), label=r\"$cM^{-1}b$\")\n",
        "ax[1].plot(f, np.angle(H_formula), '--', label=\"analytic\")\n",
        "ax[1].set_xlabel(\"frequency offset / FSR\")\n",
        "ax[1].set_ylabel(\"phase [rad]\")\n",
        "ax[1].legend()\n",
        "ax[1].grid(True, alpha=0.35)\n",
        "fig.suptitle(\"Matrix solution and analytic Fabry--Perot transfer function agree\")\n",
        "plt.tight_layout()\n",
        "plt.show()\n",
        "\n",
        "print(\"maximum numerical difference:\", np.max(np.abs(H_matrix-H_formula)))\n"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 12. What to change during the live session\n",
        "\n",
        "Good knobs to change:\n",
        "\n",
        "- **Fabry--Perot reflectivity:** increase `R1`, `R2` and watch the Airy linewidth shrink.\n",
        "- **Mirror `phi` scan:** change the scan range and notice where resonances repeat.\n",
        "- **Michelson phase scan:** change which mirror is scanned.\n",
        "- **Misalignment:** change `tilt_urad` and `maxtem`.\n",
        "- **Beam expander:** set the lens spacing close to `f1 + f2`, then deliberately move it away.\n"
      ],
      "metadata": {
        "id": "jM6zXVmRlSGN"
      },
      "id": "jM6zXVmRlSGN"
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Advanced Finesse3 Examples"
      ],
      "metadata": {
        "id": "S-gGx0OSYR1a"
      },
      "id": "S-gGx0OSYR1a"
    },
    {
      "cell_type": "markdown",
      "source": [
        "# LIGO Output-Mode-Cleaner: Effect of Mode-Mismatch:"
      ],
      "metadata": {
        "id": "LQLR6jQPdLa1"
      },
      "id": "LQLR6jQPdLa1"
    },
    {
      "cell_type": "code",
      "source": [
        "import finesse\n",
        "from finesse import Model, BeamParam\n",
        "import finesse.components as fc\n",
        "import finesse.detectors as fd\n",
        "import finesse.analysis.actions as fa\n",
        "\n",
        "\n",
        "def build_omc_model(\n",
        "    mismatch=\"symmetric\",\n",
        "    maxtem=8,\n",
        "    w0_mm=15,\n",
        "    z_mm=-8,\n",
        "    astig_w0_mm=18,\n",
        "    astig_z_shift=0.03,\n",
        "):\n",
        "    \"\"\"\n",
        "    Build an Advanced-LIGO-like OMC model.\n",
        "\n",
        "    mismatch options:\n",
        "        \"none\"       : no intentional mismatch\n",
        "        \"symmetric\"  : same mismatch in x and y, excites even HOMs\n",
        "        \"x20\"        : x-only mismatch, emphasizes HG20\n",
        "        \"y02\"        : y-only mismatch, emphasizes HG02\n",
        "\n",
        "    w0_mm, z_mm are percentage mismatch values used by Finesse create_mismatch.\n",
        "    astig_w0_mm is percentage waist mismatch for the astigmatic x/y examples.\n",
        "    astig_z_shift is an absolute waist-position shift in metres.\n",
        "    \"\"\"\n",
        "\n",
        "    model = Model()\n",
        "\n",
        "    laser = model.add(fc.Laser(\"L0\", P=1))\n",
        "    model.modes(maxtem=maxtem)\n",
        "\n",
        "    # Advanced-LIGO-like OMC optic parameters.\n",
        "    input_coupler = model.add(\n",
        "        fc.Beamsplitter(\"IC\", L=10.0e-6, T=0.0076, Rc=np.inf, alpha=2.7609)\n",
        "    )\n",
        "    output_coupler = model.add(\n",
        "        fc.Beamsplitter(\"OC\", L=10.0e-6, T=0.0075, Rc=np.inf, alpha=2.7609)\n",
        "    )\n",
        "    curved_mirror1 = model.add(\n",
        "        fc.Beamsplitter(\n",
        "            \"CM1\", L=10.0e-6, T=36.0e-6, Rc=2.57321,\n",
        "            alpha=4.004, xbeta=0, ybeta=0\n",
        "        )\n",
        "    )\n",
        "    curved_mirror2 = model.add(\n",
        "        fc.Beamsplitter(\n",
        "            \"CM2\", L=10.0e-6, T=35.9e-6, Rc=2.57369,\n",
        "            alpha=4.004, xbeta=0, ybeta=0\n",
        "        )\n",
        "    )\n",
        "\n",
        "    # Ring path.\n",
        "    model.connect(laser.p1, input_coupler.p1)\n",
        "    model.connect(input_coupler.p3, output_coupler.p1, L=0.2815)\n",
        "    model.connect(output_coupler.p2, curved_mirror1.p1, L=0.2842)\n",
        "    model.connect(curved_mirror1.p2, curved_mirror2.p1, L=0.2815)\n",
        "    model.connect(curved_mirror2.p2, input_coupler.p4, L=0.2842)\n",
        "\n",
        "    # Define the OMC cavity eigenbasis. This is what lets Finesse know\n",
        "    # what the natural cavity HG modes are.\n",
        "    model.add(\n",
        "        fc.Cavity(\n",
        "            \"cavOMC\",\n",
        "            input_coupler.p3.o,\n",
        "            via=output_coupler.p1.i,\n",
        "            priority=100,\n",
        "        )\n",
        "    )\n",
        "\n",
        "    # Intentional mode mismatch.\n",
        "    if mismatch == \"none\":\n",
        "        pass\n",
        "\n",
        "    elif mismatch == \"symmetric\":\n",
        "        # Easiest and most robust option. This creates a deliberately mismatched\n",
        "        # input Gaussian beam at the first input surface of IC.\n",
        "        model.create_mismatch(input_coupler.p1.i, w0_mm=w0_mm, z_mm=z_mm)\n",
        "\n",
        "    elif mismatch in (\"x20\", \"y02\"):\n",
        "        # Astigmatic mismatch: first trace the matched model, then change qx or qy\n",
        "        # manually at the laser output. Since the laser is connected directly to IC,\n",
        "        # this changes the incoming beam seen by the OMC.\n",
        "        model.beam_trace()\n",
        "\n",
        "        node = laser.p1.o\n",
        "        qx0 = node.qx\n",
        "        qy0 = node.qy\n",
        "\n",
        "        if mismatch == \"x20\":\n",
        "            node.qx = BeamParam(\n",
        "                w0=qx0.w0 * (1 + astig_w0_mm / 100),\n",
        "                z=qx0.z + astig_z_shift,\n",
        "            )\n",
        "            node.qy = qy0\n",
        "\n",
        "        if mismatch == \"y02\":\n",
        "            node.qx = qx0\n",
        "            node.qy = BeamParam(\n",
        "                w0=qy0.w0 * (1 + astig_w0_mm / 100),\n",
        "                z=qy0.z + astig_z_shift,\n",
        "            )\n",
        "\n",
        "        model.beam_trace()\n",
        "\n",
        "    else:\n",
        "        raise ValueError(\n",
        "            \"mismatch must be one of: 'none', 'symmetric', 'x20', 'y02'\"\n",
        "        )\n",
        "\n",
        "    # Detectors.\n",
        "    model.add(\n",
        "        fd.camera.CCD(\n",
        "            \"ccd\",\n",
        "            node=output_coupler.p3.o,\n",
        "            xlim=[-2.5, 2.5],\n",
        "            ylim=[-2.5, 2.5],\n",
        "            npts=45,\n",
        "            w0_scaled=True,\n",
        "        )\n",
        "    )\n",
        "    model.add(fd.PowerDetector(\"pd\", output_coupler.p3.o))\n",
        "\n",
        "    optics = {\n",
        "        \"laser\": laser,\n",
        "        \"IC\": input_coupler,\n",
        "        \"OC\": output_coupler,\n",
        "        \"CM1\": curved_mirror1,\n",
        "        \"CM2\": curved_mirror2,\n",
        "    }\n",
        "\n",
        "    return model, optics\n",
        "\n",
        "\n",
        "def run_omc_scan(model, optics, start=-190, stop=190, steps=1200):\n",
        "    \"\"\"\n",
        "    Scan one mirror tuning to sweep the OMC resonances.\n",
        "    \"\"\"\n",
        "    action = fa.Xaxis(optics[\"CM1\"].phi, \"lin\", start, stop, steps)\n",
        "    return model.run(action)\n",
        "\n",
        "\n",
        "def get_scan_axis(results):\n",
        "    \"\"\"\n",
        "    Robustly get the x-axis from a Finesse solution.\n",
        "    \"\"\"\n",
        "    for name in (\"x1\", \"x0\", \"x\"):\n",
        "        if hasattr(results, name):\n",
        "            return np.asarray(getattr(results, name))\n",
        "    return np.arange(len(np.squeeze(results[\"pd\"])))\n",
        "\n",
        "\n",
        "def find_local_peaks(y, nmax=8, min_sep=30, floor_fraction=1e-4):\n",
        "    \"\"\"\n",
        "    Simple peak finder without scipy.\n",
        "    \"\"\"\n",
        "    y = np.asarray(y).ravel()\n",
        "    floor = floor_fraction * np.max(y)\n",
        "\n",
        "    candidates = []\n",
        "    for k in range(1, len(y) - 1):\n",
        "        if y[k] > floor and y[k] > y[k - 1] and y[k] > y[k + 1]:\n",
        "            candidates.append(k)\n",
        "\n",
        "    candidates = np.asarray(candidates, dtype=int)\n",
        "    if len(candidates) == 0:\n",
        "        return np.array([], dtype=int)\n",
        "\n",
        "    # Sort by peak height, then greedily keep separated peaks.\n",
        "    candidates = candidates[np.argsort(y[candidates])[::-1]]\n",
        "\n",
        "    selected = []\n",
        "    for k in candidates:\n",
        "        if all(abs(k - j) >= min_sep for j in selected):\n",
        "            selected.append(k)\n",
        "        if len(selected) >= nmax:\n",
        "            break\n",
        "\n",
        "    return np.asarray(sorted(selected), dtype=int)\n",
        "\n",
        "\n",
        "def plot_omc_scan(results, title=\"OMC scan\", logy=True, mark_peaks=True):\n",
        "    \"\"\"\n",
        "    Plot the transmitted OMC power versus scan parameter.\n",
        "    \"\"\"\n",
        "    x = get_scan_axis(results)\n",
        "    pd = np.squeeze(results[\"pd\"])\n",
        "\n",
        "    fig, ax = plt.subplots(figsize=(8, 4))\n",
        "\n",
        "    if logy:\n",
        "        ax.semilogy(x, pd, lw=1.2)\n",
        "        ax.set_ylabel(\"Transmitted power [W], log scale\")\n",
        "    else:\n",
        "        ax.plot(x, pd, lw=1.2)\n",
        "        ax.set_ylabel(\"Transmitted power [W]\")\n",
        "\n",
        "    if mark_peaks:\n",
        "        peaks = find_local_peaks(pd, nmax=8, min_sep=35)\n",
        "        for idx in peaks:\n",
        "            ax.axvline(x[idx], color=\"0.5\", lw=0.8, alpha=0.5)\n",
        "            ax.text(\n",
        "                x[idx],\n",
        "                pd[idx],\n",
        "                f\"{idx}\",\n",
        "                rotation=90,\n",
        "                va=\"bottom\",\n",
        "                ha=\"center\",\n",
        "                fontsize=8,\n",
        "            )\n",
        "\n",
        "    ax.set_xlabel(\"CM1 microscopic tuning phi [deg]\")\n",
        "    ax.set_title(title)\n",
        "    ax.grid(True, alpha=0.3)\n",
        "    plt.show()\n",
        "\n",
        "\n",
        "def show_omc_camera_at_indices(results, indices=None, nmax=4):\n",
        "    \"\"\"\n",
        "    Show CCD camera images at selected scan points.\n",
        "    \"\"\"\n",
        "    x = get_scan_axis(results)\n",
        "    pd = np.squeeze(results[\"pd\"])\n",
        "\n",
        "    if indices is None:\n",
        "        indices = find_local_peaks(pd, nmax=nmax, min_sep=35)\n",
        "\n",
        "    indices = list(indices)[:nmax]\n",
        "\n",
        "    if len(indices) == 0:\n",
        "        print(\"No peaks found.\")\n",
        "        return\n",
        "\n",
        "    fig, axes = plt.subplots(1, len(indices), figsize=(4 * len(indices), 3.5))\n",
        "    if len(indices) == 1:\n",
        "        axes = [axes]\n",
        "\n",
        "    for ax, idx in zip(axes, indices):\n",
        "        ccd = np.squeeze(results[\"ccd\"][idx])\n",
        "\n",
        "        im = ax.imshow(\n",
        "            ccd,\n",
        "            origin=\"lower\",\n",
        "            extent=[-2.5, 2.5, -2.5, 2.5],\n",
        "            aspect=\"equal\",\n",
        "            cmap=\"viridis\",\n",
        "        )\n",
        "        ax.set_title(f\"index {idx}\\nphi={x[idx]:.2f} deg\")\n",
        "        ax.set_xlabel(\"x / w0\")\n",
        "        ax.set_ylabel(\"y / w0\")\n",
        "        fig.colorbar(im, ax=ax, shrink=0.8, label=\"Intensity\")\n",
        "\n",
        "    plt.tight_layout()\n",
        "    plt.show()\n",
        "\n",
        "\n",
        "def compare_mismatch_cases():\n",
        "    \"\"\"\n",
        "    Run three useful cases and overlay the OMC scans:\n",
        "    nominal, x-mismatched, y-mismatched.\n",
        "    \"\"\"\n",
        "    cases = {\n",
        "        \"mode matched\": \"none\",\n",
        "        \"x mismatch → HG20-like\": \"x20\",\n",
        "        \"y mismatch → HG02-like\": \"y02\",\n",
        "        \"symmetric mismatch\": \"symmetric\",\n",
        "    }\n",
        "\n",
        "    outputs = {}\n",
        "\n",
        "    fig, ax = plt.subplots(figsize=(8, 4))\n",
        "\n",
        "    for label, mm in cases.items():\n",
        "        model, optics = build_omc_model(mismatch=mm, maxtem=8)\n",
        "        out = run_omc_scan(model, optics)\n",
        "        outputs[label] = out\n",
        "\n",
        "        x = get_scan_axis(out)\n",
        "        pd = np.squeeze(out[\"pd\"])\n",
        "        ax.semilogy(x, pd, lw=1.1, label=label)\n",
        "\n",
        "    ax.set_xlabel(\"CM1 microscopic tuning phi [deg]\")\n",
        "    ax.set_ylabel(\"Transmitted power [W]\")\n",
        "    ax.set_title(\"OMC scan: mode matched versus intentional mode mismatch\")\n",
        "    ax.grid(True, alpha=0.3)\n",
        "    ax.legend()\n",
        "    plt.show()\n",
        "\n",
        "    return outputs\n",
        "\n",
        "\n",
        "# Build model and execute an OMC Scan with x-only mis-match (HG20-like)\n",
        "model_x, optics_x = build_omc_model(\n",
        "    mismatch=\"y02\",\n",
        "    maxtem=8,\n",
        "    astig_w0_mm=18,\n",
        "    astig_z_shift=0.03,\n",
        ")\n",
        "\n",
        "results_x = run_omc_scan(model_x, optics_x)\n",
        "\n",
        "plot_omc_scan(results_x, title=\"OMC scan with x-only mismatch: HG20-like\")\n",
        "show_omc_camera_at_indices(results_x, nmax=4)\n",
        "\n",
        "print(model_x.mismatches_table())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 926
        },
        "id": "NTPLI_jAYViD",
        "outputId": "81334362-efdd-4a1b-9c5b-9a63572a9f76"
      },
      "id": "NTPLI_jAYViD",
      "execution_count": null,
      "outputs": [
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          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "┌────────────────────╥──────────────┬──────────────┐\n",
            "│      Coupling      ║ Mismatch (x) │ Mismatch (y) │\n",
            "╞════════════════════╬══════════════╪══════════════╡\n",
            "│ IC.p1.i -> IC.p2.o ║       0.0000 │       0.0272 │\n",
            "├────────────────────╫──────────────┼──────────────┤\n",
            "│ IC.p1.i -> IC.p3.o ║       0.0000 │       0.0272 │\n",
            "├────────────────────╫──────────────┼──────────────┤\n",
            "│ IC.p2.i -> IC.p1.o ║       0.0000 │       0.0272 │\n",
            "├────────────────────╫──────────────┼──────────────┤\n",
            "│ IC.p3.i -> IC.p1.o ║       0.0000 │       0.0272 │\n",
            "└────────────────────╨──────────────┴──────────────┘\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "outputs = compare_mismatch_cases()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 408
        },
        "id": "Q4wGz-tGbRdj",
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      "id": "Q4wGz-tGbRdj",
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              "<Figure size 768x384 with 1 Axes>"
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        "# Pound-Drever-Hall locking : Optimising the demodulation phase\n",
        "\n",
        "## see: https://finesse.ifosim.org/docs/3.0a29/examples/02_pdh_lock.html\n",
        "\n",
        "## wikipedia  PDH: https://en.wikipedia.org/wiki/Pound%E2%80%93Drever%E2%80%93Hall_technique\n",
        "\n",
        "\n",
        "![PDH-locking.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAADhoAAASpCAYAAACTLSIAAAABJ2lDQ1BrQ0dDb2xvclNwYWNlQWRvYmVSR0IxOTk4AAAokWNgYFJILCjIYRJgYMjNKykKcndSiIiMUmB/xcDKIMLAzyDKwJCYXFzgGBDgwwAEMBoVfLvGwAiiL+uCzMKUxwu4UlKLk4H0HyDOTi4oKmFgYMwAspXLSwpA7B4gWyQpG8xeAGIXAR0IZG8BsdMh7BNgNRD2HbCakCBnIPsDkM2XBGYzgeziS4ewBUBsqL0gIOiYkp+UqgDyvYahpaWFJol+IAhKUitKQLRzfkFlUWZ6RomCIzCkUhU885L1dBSMDIzMGBhA4Q5R/TkQHJ6MYmcQYgiAEJsjwcDgv5SBgeUPQsykl4FhgQ4DA/9UhJiaIQODgD4Dw745yaVFZVBjGJmMGRgI8QHtjUo/M70FYwAAADhlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAAqACAAQAAAABAAAOGqADAAQAAAABAAAEqQAAAAC62rZrAABAAElEQVR4AezdCZRcZZUA4Ntb9n0nCSFIiGEnLAYDiGyiIDoO6Ag6AyqjnhkdGGXEFYZFxHEBxTmCijqMyBxkEVAHRFC2EFkEEghLCIls2ZPO0lk66fTUK0ZMMG26k1pe9f/VOTnprnr1/v9+93at776/rr1wCRcCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgSYH6JKMWNAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAU0GioEAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQMICGg0TTr7QCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQICARkM1QIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEEhbQaJhw8oVOgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ0GqoBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQsIBGw4STL3QCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIKDRUA0QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGEBTQaJpx8oRMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAY2GaoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECCQsoNEw4eQLnQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIaDRUAwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIGEBjYYJJ1/oBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBAo6EaIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECCQtoNEw4+UInQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIaDdUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBIWECjYcLJFzoBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIENBoqAYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDCAhoNE06+0AkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAgEZDNUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBIW0GiYcPKFToAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIENBqqAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkLCARsOEky90AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCg0VANECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBhAU0GiacfKETIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAGNhmqAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgkLKDRMOHkC50AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGg0VAMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBhAY2GCSdf6AQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAQKOhGiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkLaDRMOPlCJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECGg3VAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSFhAo2HCyRc6AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDQaKgGCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAwgIaDRNOvtAJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgIBGQzVAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFtBomHDyhU6AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDQaqgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCwgEbDhJMvdAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgoNFQDRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYQFNBomnHyhEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABjYZqgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCyg0TDh5AudAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhoNFQDBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgYQGNhgknX+gECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQECjoRogQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIJC2g0TDj5QidAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhoN1QABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEC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      ],
      "metadata": {
        "id": "if1rleXSuQQ8"
      },
      "id": "if1rleXSuQQ8"
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "# Initialize the model\n",
        "model = Model()\n",
        "# Add the laser\n",
        "laser = model.add(fc.Laser(\"i1\", P=1))\n",
        "# Add the modulator\n",
        "modulator = model.add(fc.Modulator(\"eo1\", f=15e6, midx=0.7, order=3, mod_type='pm'))\n",
        "# Add mirrors\n",
        "m1 = model.add(fc.Mirror(\"m1\", R=0.9, T=0.1))\n",
        "m2 = model.add(fc.Mirror(\"m2\", R=0.9, T=0.1))\n",
        "# Connect the components with specified lengths\n",
        "model.connect(laser.p1, modulator.p1, L=0)\n",
        "model.connect(modulator.p2, m1.p1, L=0)\n",
        "model.connect(m1.p2, m2.p1, L=1)\n",
        "\n",
        "# Add detectors for reflected and transmitted power\n",
        "refl = model.add(fd.PowerDetector(\"refl\", m1.p1.o))\n",
        "trans = model.add(fd.PowerDetector(\"trans\", m2.p2.o))\n",
        "\n",
        "# Add a series of Power Detectors for different demodulation phases\n",
        "for phase in np.linspace(0, 90, endpoint=True, num=6):\n",
        "    model.add(fd.PowerDetectorDemod1(f\"pdh{phase:.0f}\", node=m1.p1.o, f=modulator.f, phase=phase))\n",
        "\n",
        "# Define the x-axis action for the sweep\n",
        "xaxis_action = fa.Xaxis(m2.phi, 'lin', -100, 100, 400)\n",
        "\n",
        "# Run the model\n",
        "results = model.run(xaxis_action)\n",
        "\n",
        "# Plot the results\n",
        "results.plot()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 713
        },
        "id": "x1PYY1LAudM-",
        "outputId": "42d0fd64-6286-4616-cc99-2fb205c3bb6e"
      },
      "id": "x1PYY1LAudM-",
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 576x355.968 with 1 Axes>"
            ],
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                    "Fixed wavelength: 1064 nm\n",
                    "Input waist: 0.800 mm\n",
                    "Expansion ratio f2/f1: 1.600x\n",
                    "Ideal collimated lens spacing: f1 + f2 = 0.260 m\n",
                    "Current lens spacing: 0.280 m\n",
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